Support innovation while protecting grantees, communities, and your reputation.
Funders increasingly encourage AI adoption—but without clear guardrails, those incentives can create downstream risk for grantees and the communities they serve. Responsible funding requires understanding not just what AI can do—but what it costs over time.
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ATL Data Lab helps funders design AI-related programs and requirements that prioritize trust, sustainability, and real-world impact.
What
We
See
Common Situations
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AI pilots funded without governance or sustainability plans
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Inconsistent expectations across grantees
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Limited shared vocabulary around AI risk
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Reputational exposure from technology failures
How
We
Help
Our Solutions
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Funder program and incentive analysis
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AI literacy for program officers and boards
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Evaluation frameworks for AI-related proposals
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Governance and sustainability criteria for funded projects
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Cross-grantee learning and alignment workshops